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Volumn 31, Issue 5, 1998, Pages 517-530

Off-line Arabic character recognition: The state of the art

Author keywords

Arabic characters; Feature extraction; Handwriting recognition; Hidden Markov Models; Neural Network classifiers; Off line recognition; Optical character recognition; Segmentation

Indexed keywords

CHARACTER RECOGNITION; FEATURE EXTRACTION; IMAGE SEGMENTATION; MARKOV PROCESSES; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 0032066692     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(97)00084-8     Document Type: Article
Times cited : (242)

References (106)
  • 1
    • 0021587229 scopus 로고
    • Handwriting recognition accuracy versus tablet resolution and sampling rate
    • Montreal
    • J. Kim and C. C. Tappert, Handwriting recognition accuracy versus tablet resolution and sampling rate, Proc. 7th Int. Conf. on Pattern Recognition, Montreal, pp. 917-918 (1984).
    • (1984) Proc. 7th Int. Conf. on Pattern Recognition , pp. 917-918
    • Kim, J.1    Tappert, C.C.2
  • 2
    • 0024002321 scopus 로고
    • A model for variability effects in handprinted with implication for the design of handwritten character recognition system
    • J. R. Ward and T. Kuklinski, A model for variability effects in handprinted with implication for the design of handwritten character recognition system, IEEE Trans. Man Cybernet. 18, 438-451 (1988).
    • (1988) IEEE Trans. Man Cybernet. , vol.18 , pp. 438-451
    • Ward, J.R.1    Kuklinski, T.2
  • 3
    • 0025639285 scopus 로고
    • On-line recognition of handprinted characters: Survey and beta tests
    • F. Nouboud and R. Plamondon, On-line recognition of handprinted characters: Survey and beta tests, Pattern Recognition 25, 1031-1044 (1990).
    • (1990) Pattern Recognition , vol.25 , pp. 1031-1044
    • Nouboud, F.1    Plamondon, R.2
  • 7
    • 0021026050 scopus 로고
    • Topological and statistical analysis of line drawing
    • A. Amin and A. Shoukry, Topological and statistical analysis of line drawing, Pattern Recognition, Lett. 1, 365-374 (1983).
    • (1983) Pattern Recognition, Lett. , vol.1 , pp. 365-374
    • Amin, A.1    Shoukry, A.2
  • 8
    • 0024859985 scopus 로고
    • On-line recognition of handwritten isolated arabic characters
    • M. S. El-Wakil, On-line recognition of handwritten isolated arabic characters, Pattern Recognition, 22(2), 97-105 (1989).
    • (1989) Pattern Recognition , vol.22 , Issue.2 , pp. 97-105
    • El-Wakil, M.S.1
  • 9
    • 0025625880 scopus 로고
    • Real-time Arabic handwritten character recognition
    • T. S. El-Sheikh and S. G. El-Taweel, Real-time Arabic handwritten character recognition, Pattern Recognition 23, 1323-1332 (1990).
    • (1990) Pattern Recognition , vol.23 , pp. 1323-1332
    • El-Sheikh, T.S.1    El-Taweel, S.G.2
  • 10
    • 21344482340 scopus 로고
    • Issue on Arabic character recognition
    • A. Amin, Issue on Arabic character recognition, Arabian J. Sci. Engng 18, 319-341 (1993).
    • (1993) Arabian J. Sci. Engng , vol.18 , pp. 319-341
    • Amin, A.1
  • 11
    • 0012805737 scopus 로고
    • The analysis in an on-line recognition system of Arabic handwritten characters
    • Canada
    • A. Alimi and O. Ghorbe, The analysis in an on-line recognition system of Arabic handwritten characters, Proc. 3rd Int. Conf. on Document Analysis and Recognition, Canada, pp. 890-893 (1995).
    • (1995) Proc. 3rd Int. Conf. on Document Analysis and Recognition , pp. 890-893
    • Alimi, A.1    Ghorbe, O.2
  • 12
    • 0005236050 scopus 로고
    • IRAC: Recognition and understanding systems
    • ed., R. Descout, Hemisphere, New York
    • A. Amin, IRAC: Recognition and understanding systems, in Applied Arabic Linguistic and Signal and Information Processing, ed., pp. 159-170. R. Descout, Hemisphere, New York (1987).
    • (1987) Applied Arabic Linguistic and Signal and Information Processing , pp. 159-170
    • Amin, A.1
  • 13
    • 0020311237 scopus 로고
    • Machine recognition of handwritten Arabic word by the IRAC II system
    • Munich, Germany
    • A. Amin, Machine recognition of handwritten Arabic word by the IRAC II system, Proc. 6th Int. Conf. on Pattern Recognition, Munich, Germany, pp. 34-36 (1982).
    • (1982) Proc. 6th Int. Conf. on Pattern Recognition , pp. 34-36
    • Amin, A.1
  • 14
    • 0015050804 scopus 로고
    • Contextual word recognition using binary diagrams
    • E. M. Riseman and R. W. Ehrich, Contextual word recognition using binary diagrams, IEEE Trans. Comput. c-20, 397-403 (1971).
    • (1971) IEEE Trans. Comput. , vol.C-20 , pp. 397-403
    • Riseman, E.M.1    Ehrich, R.W.2
  • 19
    • 0025464145 scopus 로고
    • On-line recognition of handwritten Arabic characters
    • S. Al-Emami and M. Usher, On-line recognition of handwritten Arabic characters, IEEE Trans. Pattern Anal Mach. Intell. PAMI-12, 704-710 (1990).
    • (1990) IEEE Trans. Pattern Anal Mach. Intell. , vol.PAMI-12 , pp. 704-710
    • Al-Emami, S.1    Usher, M.2
  • 20
    • 0346191604 scopus 로고
    • Segmentation of line drawings for recognition and interpretation
    • A. Belaid and G. Masini, Segmentation of line drawings for recognition and interpretation, Technol. Sci. Informatics 1(2), 121-134 (1983).
    • (1983) Technol. Sci. Informatics , vol.1 , Issue.2 , pp. 121-134
    • Belaid, A.1    Masini, G.2
  • 21
    • 0019009104 scopus 로고
    • Automatic recognition of handprinted characters, the state of the art
    • C. Y. Suen, M. Berthod and S. Mori, Automatic recognition of handprinted characters, the state of the art, Proc. IEEE 68, 469-483 (1980).
    • (1980) Proc. IEEE , vol.68 , pp. 469-483
    • Suen, C.Y.1    Berthod, M.2    Mori, S.3
  • 23
    • 0008981268 scopus 로고
    • Advance in character recognition
    • K. S. Fu, ed.
    • J. R. Ullmann, Advance in character recognition, in Application of Pattern Recognition, K. S. Fu, ed., pp. 197-236 (1982).
    • (1982) Application of Pattern Recognition , pp. 197-236
    • Ullmann, J.R.1
  • 24
    • 0009038898 scopus 로고
    • Preprocessing technique for cursive script word recognition
    • M. K. Brown and S. Ganapathy, Preprocessing technique for cursive script word recognition, Pattern Recognition 19(1), 1-12 (1983).
    • (1983) Pattern Recognition , vol.19 , Issue.1 , pp. 1-12
    • Brown, M.K.1    Ganapathy, S.2
  • 25
    • 0022819756 scopus 로고
    • Recognition of handwritten characters a review
    • R. H. Davis and J. Lyall, Recognition of handwritten characters a review, Image Vision Comput. 4, 208-218 (1986).
    • (1986) Image Vision Comput. , vol.4 , pp. 208-218
    • Davis, R.H.1    Lyall, J.2
  • 29
    • 0030128299 scopus 로고    scopus 로고
    • Feature extraction methods for character recognition
    • O. D. Trier, A. Jain and T. Taxt, Feature extraction methods for character recognition, Pattern Recognition 29, 641-662 (1996).
    • (1996) Pattern Recognition , vol.29 , pp. 641-662
    • Trier, O.D.1    Jain, A.2    Taxt, T.3
  • 31
    • 0026120032 scopus 로고
    • Small sample size effect in statistical pattern recognition
    • S.J. Raudys and A. Jain, Small sample size effect in statistical pattern recognition, IEEE Trans. Pattern Anal Mach. Intell. PAMI-1, 252-264 (1991).
    • (1991) IEEE Trans. Pattern Anal Mach. Intell. , vol.PAMI-1 , pp. 252-264
    • Raudys, S.J.1    Jain, A.2
  • 33
    • 0018430497 scopus 로고
    • Learning in syntactic recognition of symbols drawn on a graphic tablet
    • M. Berthod and J. P. Maroy, Learning in syntactic recognition of symbols drawn on a graphic tablet, Compu. Graphiics Image Process. 9, 166-182 (1979).
    • (1979) Compu. Graphiics Image Process. , vol.9 , pp. 166-182
    • Berthod, M.1    Maroy, J.P.2
  • 34
    • 0021230487 scopus 로고
    • A syntactic approach for handwritten mathematical formula recognition
    • A. Belaid and J. P. Haton, A syntactic approach for handwritten mathematical formula recognition, IEEE Trans. Pattern Anal. Mach. Intell. PAMI-6, 105-111 (1984).
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-6 , pp. 105-111
    • Belaid, A.1    Haton, J.P.2
  • 35
    • 0343219778 scopus 로고
    • Syntatic analysis of handwritten characters by quasi-regular programmed array grammars
    • H. Bunke, ed.
    • R. Freund, Syntatic analysis of handwritten characters by quasi-regular programmed array grammars, in Advances in Structural and Syntactic Pattern Recognition, H. Bunke, ed., pp. 310-319 (1992).
    • (1992) Advances in Structural and Syntactic Pattern Recognition , pp. 310-319
    • Freund, R.1
  • 36
    • 0000359337 scopus 로고
    • Backpropagation applied to handwritten zip code
    • Y. Lecun, Backpropagation applied to handwritten zip code, Neural Comput. 1, 541-551 (1989).
    • (1989) Neural Comput. , vol.1 , pp. 541-551
    • Lecun, Y.1
  • 40
    • 0025794438 scopus 로고
    • An expert and vision system for analysis of Hebrew characters and autheutication of manuscript
    • L. Likfooman_Solem, H. Maiutre and C. Sirait, An expert and vision system for analysis of Hebrew characters and autheutication of manuscript, Pattern Recognition 24, 121-137 (1991).
    • (1991) Pattern Recognition , vol.24 , pp. 121-137
    • Likfooman Solem, L.1    Maiutre, H.2    Sirait, C.3
  • 41
    • 0348082993 scopus 로고    scopus 로고
    • A knowledge acquisition technique for recognizing Hand-printed Chinese characters
    • Austria
    • A. Amin, M. Bemford and A. Hoffman, A knowledge acquisition technique for recognizing Hand-printed Chinese characters, Proc. 13th Int. Conf. on Pattern Recognition, Austria, pp. 254-258 (1996).
    • (1996) Proc. 13th Int. Conf. on Pattern Recognition , pp. 254-258
    • Amin, A.1    Bemford, M.2    Hoffman, A.3
  • 44
    • 0346191612 scopus 로고    scopus 로고
    • Learning to recognize Hand-printed Chinese characters using Inductive Logic Programming
    • A. Amin, C. Sammut and K. C. Sum, Learning to recognize Hand-printed Chinese characters using Inductive Logic Programming, Int. J. Pattern Recognition Artificial Intell. 10, 829-847 (1996).
    • (1996) Int. J. Pattern Recognition Artificial Intell. , vol.10 , pp. 829-847
    • Amin, A.1    Sammut, C.2    Sum, K.C.3
  • 45
    • 0347452911 scopus 로고
    • Arabic charcter recognition: Many approaches and one decade
    • K. Jambi, Arabic charcter recognition: Many approaches and one decade, Arab J. Sc. Engng 16, 499-509 (1991).
    • (1991) Arab J. Sc. Engng , vol.16 , pp. 499-509
    • Jambi, K.1
  • 46
    • 0029204297 scopus 로고
    • Survey and bibliography of Arabic optical text recognition
    • B. Al-Badr, and S. Mahmoud, Survey and bibliography of Arabic optical text recognition, Signal Process. 41, 49-77 (1995).
    • (1995) Signal Process. , vol.41 , pp. 49-77
    • Al-Badr, B.1    Mahmoud, S.2
  • 47
    • 0005237599 scopus 로고    scopus 로고
    • Arabic character recognition
    • H. Bunke and P. S. P. Wang, eds, world scientific May
    • A. Amin, Arabic character recognition, in Handbook of Character Recognition and Document Image Analysis, H. Bunke and P. S. P. Wang, eds, pp. 349-420, world scientific (May 1997).
    • (1997) Handbook of Character Recognition and Document Image Analysis , pp. 349-420
    • Amin, A.1
  • 49
    • 0005235632 scopus 로고
    • Recognition of Printed Arabic charcters by comparaison dynamique
    • M. Khemakhem and M. C. Fehri, Recognition of Printed Arabic charcters by comparaison dynamique, Proc. 1st Kuwait Comput. Conf. pp. 448-462 (1989).
    • (1989) Proc. 1st Kuwait Comput. Conf. , pp. 448-462
    • Khemakhem, M.1    Fehri, M.C.2
  • 52
    • 0343626720 scopus 로고
    • Application of Hidden Markov Model to the recognition of isolated Arabic word
    • Dhahran
    • Z. Emam and M. A. Hashish, Application of Hidden Markov Model to the recognition of isolated Arabic word, Proc. 11th National Comput. Conf., Dhahran, pp. 761-774 (1989).
    • (1989) Proc. 11th National Comput. Conf. , pp. 761-774
    • Emam, Z.1    Hashish, M.A.2
  • 54
    • 0346191611 scopus 로고    scopus 로고
    • Choix des parametres lies a l"apprentissage dans la reconnaissance en ligne des caractercs arabes par les chaines de markov cachees
    • Tunis, Juillet
    • M. A. Mahjoub, Choix des parametres lies a l"apprentissage dans la reconnaissance en ligne des caractercs arabes par les chaines de markov cachees, in Forum de la Recherche en Informatique, Tunis, (Juillet 1996).
    • (1996) Forum de la Recherche en Informatique
    • Mahjoub, M.A.1
  • 55
    • 0005380515 scopus 로고    scopus 로고
    • Printed PAW recognition based on planar hidden Markov models
    • Vienna, Austria
    • N. BenAmara and A. Belaid. Printed PAW recognition based on planar hidden Markov models. In 13th Int. Conf. on Pattern Recognition, Vol. B, Vienna, Austria, (1996).
    • (1996) 13th Int. Conf. on Pattern Recognition , vol.B
    • BenAmara, N.1    Belaid, A.2
  • 58
    • 0024735860 scopus 로고
    • Machine recognition and correction of printed Arabic text
    • A. Amin and J. F. Mari, Machine recognition and correction of printed Arabic text, IEEE Trans. Man Cybernet. 9, 1300-1306 (1989).
    • (1989) IEEE Trans. Man Cybernet. , vol.9 , pp. 1300-1306
    • Amin, A.1    Mari, J.F.2
  • 59
    • 0001583374 scopus 로고
    • Machine recognition of printed Arabic text utilising a natural language morphology
    • A. Amin and S. Al-Fedaghi, Machine recognition of printed Arabic text utilising a natural language morphology, Int. J. Man-Machine Stud. 35, 769-788 (1991).
    • (1991) Int. J. Man-Machine Stud. , vol.35 , pp. 769-788
    • Amin, A.1    Al-Fedaghi, S.2
  • 60
    • 0023839536 scopus 로고
    • Computer recognition of Arabic cursive script
    • T. El-Sheikh and R. Guindi, Computer recognition of Arabic cursive script, Pattern Recognition 21, 293-302 (1988).
    • (1988) Pattern Recognition , vol.21 , pp. 293-302
    • El-Sheikh, T.1    Guindi, R.2
  • 61
    • 0025603965 scopus 로고
    • Machine recognition of optically captured machine printed Arabic text
    • F. El-Khaly and M. Sid-Ahmed, Machine recognition of optically captured machine printed Arabic text, Pattern Recognition 23, 1207-1214 (1990).
    • (1990) Pattern Recognition , vol.23 , pp. 1207-1214
    • El-Khaly, F.1    Sid-Ahmed, M.2
  • 63
    • 0041372457 scopus 로고
    • A sequential algorithm for the segmentation of typewritten Arabic digitized text
    • A. Shoukry, A sequential algorithm for the segmentation of typewritten Arabic digitized text, Arabian J. Sci. Engng 16, 543-556 (1991).
    • (1991) Arabian J. Sci. Engng , vol.16 , pp. 543-556
    • Shoukry, A.1
  • 64
    • 0019931967 scopus 로고
    • A core-line tracing algorithm based on maximal square moving
    • T. Wakayama, A core-line tracing algorithm based on maximal square moving, IEEE Trans. Pattern Anal. Mach. Intell. PAMI-4, 68-74 (1982).
    • (1982) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-4 , pp. 68-74
    • Wakayama, T.1
  • 65
    • 84969909216 scopus 로고
    • SARAT - A system for the recognition of Arabic printed text
    • V. Margner, SARAT - A system for the recognition of Arabic printed text, Proc. 11th Int. Conf. on Pattern Recognition, 561-564 (1992).
    • (1992) Proc. 11th Int. Conf. on Pattern Recognition , pp. 561-564
    • Margner, V.1
  • 69
    • 84909719934 scopus 로고
    • On the encoding of arbitrary geometric configuration
    • H. Freeman, On the encoding of arbitrary geometric configuration, IEEE. Trans. Electronic Comp. EC-10, 260-268 (1968).
    • (1968) IEEE. Trans. Electronic Comp. , vol.EC-10 , pp. 260-268
    • Freeman, H.1
  • 70
    • 0004549063 scopus 로고
    • An approach for Arabic character recognition
    • A. Nouh, A. Sultan and R. Tulba, An approach for Arabic character recognition, J. Engng Sc. 6(2), 185-191 (1980).
    • (1980) J. Engng Sc. , vol.6 , Issue.2 , pp. 185-191
    • Nouh, A.1    Sultan, A.2    Tulba, R.3
  • 71
    • 0019115640 scopus 로고
    • Automatic recognition of printed Farsi texts
    • B. Parhami and M. Taraghi, Automatic recognition of printed Farsi texts, Pattern Recognition 14, 395-403 (1981).
    • (1981) Pattern Recognition , vol.14 , pp. 395-403
    • Parhami, B.1    Taraghi, M.2
  • 73
    • 0015600423 scopus 로고
    • The Viterbi algorithm
    • D. Forney, The Viterbi algorithm, Proc. IEEE 61, 268-278 (1973).
    • (1973) Proc. IEEE , vol.61 , pp. 268-278
    • Forney, D.1
  • 74
    • 0025660211 scopus 로고
    • Arabic charcter recognition system: Statistical approach for recognizing cursive typewritten text
    • S. El-Dabi, R. Ramsis and A. Kamel, Arabic charcter recognition system: statistical approach for recognizing cursive typewritten text, Pattern Recognition 23, 485-495 (1990).
    • (1990) Pattern Recognition , vol.23 , pp. 485-495
    • El-Dabi, S.1    Ramsis, R.2    Kamel, A.3
  • 77
    • 0346191608 scopus 로고
    • Automatic correction of spelling errors in Arabic
    • S. Al-Fedagi and A. Amin, Automatic correction of spelling errors in Arabic, J. Univ. Kuwait 19, 175-194 (1992).
    • (1992) J. Univ. Kuwait , vol.19 , pp. 175-194
    • Al-Fedagi, S.1    Amin, A.2
  • 83
    • 0028396613 scopus 로고
    • Superlearning and neural network magic
    • R. P. W. Duin, Superlearning and neural network magic, Pattern Recognition Lett. 15, 215-217 (1994).
    • (1994) Pattern Recognition Lett. , vol.15 , pp. 215-217
    • Duin, R.P.W.1
  • 86
    • 0030128301 scopus 로고    scopus 로고
    • Handprinted Arabic character recognition system using an arficial neural network
    • A. Amin and H. Al-Sadoun, Handprinted Arabic character recognition system using an arficial neural network, Pattern Recognition 29, 663-675 (1996).
    • (1996) Pattern Recognition , vol.29 , pp. 663-675
    • Amin, A.1    Al-Sadoun, H.2
  • 89
    • 0022594196 scopus 로고
    • An introduction to hidden Markov models
    • L. R. Rabiner and B. H. Juang, An introduction to hidden Markov models, IEEE ASSP Mag. 3(1), 4-16 (1986).
    • (1986) IEEE ASSP Mag. , vol.3 , Issue.1 , pp. 4-16
    • Rabiner, L.R.1    Juang, B.H.2
  • 91
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and selected application in speech recognition
    • L. R. Rabiner, A tutorial on Hidden Markov Models and selected application in speech recognition, Proc. IEEE 77(2) 257-286 (1989).
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 92
    • 0024904512 scopus 로고
    • Recognition of handwritten word: First and second order Hidden Markov models based approach
    • A. Kundu, Y. He and P. Bahl, Recognition of handwritten word: first and second order Hidden Markov models based approach, Pattern Recognition 22, 283-297 (1989).
    • (1989) Pattern Recognition , vol.22 , pp. 283-297
    • Kundu, A.1    He, Y.2    Bahl, P.3
  • 97
    • 0003268130 scopus 로고
    • Hidden Markov models in handwritten recognition
    • S. Impedovo, ed., Springer-Verlag
    • M. Gilloux, Hidden Markov models in handwritten recognition, Fundamentals in Handwriting Recognition, S. Impedovo, ed., Springer-Verlag, pp. 264-288 (1994).
    • (1994) Fundamentals in Handwriting Recognition , pp. 264-288
    • Gilloux, M.1
  • 98
    • 0028517155 scopus 로고
    • Connected and degraded text recognition using hidden Markov model
    • C. B. Bosc and S. Kuo. Connected and degraded text recognition using hidden Markov model, Pattern Recognition, 27, 1345-1363 (1994).
    • (1994) Pattern Recognition , vol.27 , pp. 1345-1363
    • Bosc, C.B.1    Kuo, S.2
  • 100
    • 0042076428 scopus 로고
    • Off-line handwritten word recognition using hidden Markov mode
    • M.Y. Chen, A. Kundu, J Zhou, and S. N. Srigari, Off-line handwritten word recognition using hidden Markov mode, in USPS'92 (1992).
    • (1992) USPS'92
    • Chen, M.Y.1    Kundu, A.2    Zhou, J.3    Srigari, S.N.4
  • 101
    • 0028425704 scopus 로고
    • Off-line handwritten word recognition using HMM type stochastic network
    • M. Chen, A. Kundu and J. Zhou, Off-line handwritten word recognition using HMM type stochastic network, IEEE Trans. Pattern Analysis Mach. Intell. PAMI 16, 481-496 (1994).
    • (1994) IEEE Trans. Pattern Analysis Mach. Intell. , vol.16 PAMI , pp. 481-496
    • Chen, M.1    Kundu, A.2    Zhou, J.3
  • 103
    • 0002055550 scopus 로고
    • The 1994 bbn/byblos speech recognition system
    • Morgan Kaufmann, Austin, TX
    • L. Nguyen et al., The 1994 bbn/byblos speech recognition system. Proc. ARPA Spoken Language Technology Workshop, pp. 77-81. Morgan Kaufmann, Austin, TX (1995).
    • (1995) Proc. ARPA Spoken Language Technology Workshop , pp. 77-81
    • Nguyen, L.1
  • 104
    • 0028483331 scopus 로고
    • Keyword spotting in poorly printed documents using pseudo 2-D hidden Markov moddels
    • S. Kuo and O. E. Agazzi, Keyword spotting in poorly printed documents using pseudo 2-D hidden Markov moddels, IEEE Trans. Pattern Analysis and Machine Intell. PAMI 16, 842-848 (1994).
    • (1994) IEEE Trans. Pattern Analysis and Machine Intell. , vol.16 PAMI , pp. 842-848
    • Kuo, S.1    Agazzi, O.E.2


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